Exploratory Data Analysis

Question 1: How are the budget of making a movie changed over time?

Question 2 : Which movies have the most and least profit?

plotting BarChart for highest profitable movies

from the figures above 'Star Wars' movie Directed by George Lucas earn the highest profit in all, making over 2.7B in profit in this dataset.

The most in loss movie is The Warrior's Way. Going in loss by more than 400M was directed by Singmoo Lee

plotting barplot for most frequent genres

Plotting pieplot to see percentage of each genre

from the figures above Drama has the highest number of released movies followed by Comedy

splitting genres into Decades

most frequently entered genres in the top 5 (in terms of popularity) in each decade are:

Drama

Action

Comedy

Thriller

Adventure

plotting barplot for highest earning production companies

Box plot to show statistical representation of budget

Box plot to show statistical representation of Revenue

Interactive Scatter Plot between Revenue_adj and Budget_adj

Interactive Scatter Plot between Revenue_adj and Popularity

Budget vs Revenue:

Popularity vs Revenue:

Runtime vs Revenue:

Question : What are Average runtime, budget and revenue of all the movies?

The distribution of the above graph show that Most of the movies are timed between 90 to 120 minutes.¶

The distribution of the above graph show that Most of the movies have a budget between 10 ~ 50 Million

The distribution of the above graph show that Most of the movies have a revenue between 50~ 150 Million

Conclusions 🥰

We can summarize our findings in those few points:

Drama has the highest number of released movies followed by Comedy.

  1. Drama
  2. Action
  3. Comedy
  4. Thriller
  5. Adventure

Most Earning Film Production Companies are:

  1. Warner Bros
  2. Universal Picture
  3. Paramount Pictures
  4. 20th Century Studios

Directors with the most popular movies:

  1. Christopher Nolan
  2. Steven Spielberg
  3. Peter Jackson
  4. Quentin Tarantino

Movies with higher Budgets and Popularity have shown an increase in the revenues.